GRIND-Lab-Core/night_owl_research_agent

Fully automatic AI research agent for Geoscientists, Remote Sensing researchers, and GIScientists. Features harness engineering, GeoBenchmark (OLS/GWR/MGWR), journal templates, and MCP servers.

103Stars on the repository
39Mods indexed here, across every type
4mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

citation-manager

01

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

APA 7th edition citation formatting and reference validation agent. Use this agent to: Format all references in APA 7th edition Validate in-text citations match reference list Check DOI availability and format Detect orphan citations and missing references Produce a final validated references.txt.

not rated 103 4mo ago A 63 tokens

gap-finder

02

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Research gap identification agent for geo/RS/GIScience papers. Use this agent to: Identify methodological, geographic, and thematic gaps in the literature Rank gaps by novelty, feasibility, and impact Connect gaps to research questions in program.md Output a ranked gap list for hypothesis generation.

not rated 103 4mo ago A 66 tokens

geo-specialist

03

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Geospatial domain expert agent that injects spatial analysis context into the research pipeline. Use this agent to: Recommend appropriate spatial methods for the research question Suggest open-source datasets with spatial coverage and resolution Review spatial analysis code for CRS, projection, and autocorrelation…

not rated 103 4mo ago A 98 tokens

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Research hypothesis generation and scoring agent. Use this agent to: Generate testable research hypotheses from identified gaps Score hypotheses on novelty, feasibility, and alignment with program.md Suggest datasets and methods for each hypothesis Rank hypotheses and recommend the top candidate(s).

not rated 103 4mo ago A 59 tokens

literature-scout

05

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Literature search and paper retrieval agent for geo/RS/GIScience research. Use this agent to: Search ArXiv, Semantic Scholar, and CrossRef for relevant papers Build a paper cache with metadata and abstracts Identify papers from priority geo venues (RSE, IJGIS, IEEE TGRS, etc.) Filter by year range, citation count, and…

not rated 103 4mo ago A 94 tokens

orchestrator

06

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Full research pipeline orchestrator for NORA. Use this agent when: Starting a new research project from program.md Running the full iterative research loop end-to-end Coordinating specialist agents across a multi-session workflow Resuming a paused research session from saved state Managing section-by-section paper…

not rated 103 4mo ago A 91 tokens

paper-writer

07

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Academic paper section writing agent for geo/RS/GIScience papers. Use this agent to: Write individual paper sections (abstract, intro, lit review, methods, results, discussion, conclusion) Self-score drafts on the 5-dimension rubric (novelty, rigor, lit coverage, clarity, impact) Revise sections based on specific…

not rated 103 4mo ago A 93 tokens

peer-reviewer

08

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Simulated peer reviewer agent for geo/RS/GIScience papers. Use this agent to: Review a section or full paper from three reviewer perspectives Identify major and minor issues with specific line-level feedback Produce a formal review with a decision recommendation (Accept/Minor/Major/Reject) Generate a "path to…

not rated 103 4mo ago A 81 tokens

synthesis-analyst

09

GRIND-Lab-Core/night_owl_research_agent

Agent Claude Code

Deep literature reading and knowledge extraction agent. Use this agent to: Analyze the paper cache and build a synthesis matrix Identify methodological approaches, datasets, and key findings Write a structured literature synthesis with thematic organization Extract numerical results for comparison tables Surface…

not rated 103 4mo ago A 67 tokens

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